lu-group / deeponet-fnoLinks
DeepONet & FNO (with practical extensions)
☆303Updated last year
Alternatives and similar repositories for deeponet-fno
Users that are interested in deeponet-fno are comparing it to the libraries listed below
Sorting:
- ☆345Updated 2 years ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆258Updated this week
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆229Updated 3 years ago
- ☆454Updated 2 months ago
- ☆210Updated 3 years ago
- ☆165Updated last year
- Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆318Updated 9 months ago
- Fourier_neural_operator☆14Updated 2 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆146Updated last year
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆305Updated 11 months ago
- Learning nonlinear operators via DeepONet☆653Updated 2 years ago
- Characterizing possible failure modes in physics-informed neural networks.☆135Updated 3 years ago
- Non-adaptive and residual-based adaptive sampling for PINNs☆78Updated 2 years ago
- ☆141Updated 2 years ago
- ☆308Updated last month
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆150Updated last year
- ☆131Updated 7 months ago
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆99Updated 2 years ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆193Updated 2 years ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆417Updated last month
- Physics Informed Neural Network (PINN) for the wave equation.☆170Updated 4 years ago
- A place to share problems solved with SciANN☆278Updated last year
- This is the code of my master thesis.☆124Updated last month
- physics-informed neural network for elastodynamics problem☆140Updated 3 years ago
- ☆43Updated 2 years ago
- Generative Pre-Trained Physics-Informed Neural Networks Implementation☆96Updated 3 months ago
- Physics-informed neural network for solving fluid dynamics problems☆228Updated 4 years ago
- hPINN: Physics-informed neural networks with hard constraints☆133Updated 3 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆146Updated 4 years ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆176Updated 2 years ago